systematic-debugging
Root-cause route for actual bugs, failing tests, build errors, crashes, stack traces, and unexpected behavior.
Skill by foryourhealth111-pixel
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/foryourhealth111-pixel-systematic-debugging
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: documents, testing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Node.js package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/systematic-debugging~/threads/thread-manager~/threads/types
What's inside
- Skill name
systematic-debugging- Description
- Root-cause route for actual bugs, failing tests, build errors, crashes, stack traces, and unexpected behavior. Do not use for test-first/TDD feature work, test-report packaging, review-feedback handling, or final completion evidence.
- License
- Apache-2.0
- Instructions
- 303 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (11)
- CREATION-LOG.md
- SKILL.md
- condition-based-waiting-example.ts
- condition-based-waiting.md
- defense-in-depth.md
- find-polluter.sh
- root-cause-tracing.md
- test-academic.md
- test-pressure-1.md
- test-pressure-2.md
- test-pressure-3.md
SKILL.md (first lines)
# Systematic Debugging
## Overview
Random fixes waste time and create new bugs. Quick patches mask underlying issues.
**Core principle:** ALWAYS find root cause before attempting fixes. Symptom fixes are failure.
**Violating the letter of this process is violating the spirit of debugging.**
## The Iron Law
```
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
```
If you haven't completed Phase 1, you cannot propose fixes.
## When to Use
Use for ANY technical issue:
- Test failures
- Bugs in production
- Unexpected behavior
- Performance problems
- Build failures
- Integration issues
## Routing Boundary
Use this skill when something is already broken and needs root-cause investigation.
Do not use it for nearby but different problems:
- `tdd-guide` owns "write failing tests first", "test first", and new behavior developed through RED -> GREEN -> REFACTOR.
- `generating-test-reports` owns packaging existing test and coverage output into a report.
- `verification-before-completion` owns final evidence before declaring work complete.
- `windows-hook-debugging` owns Windows/Git Bash/WSL hook execution failures.
**Use this ESPECIALLY when:**
- Under time pressure (emergencies make guessing tempting)
- "Just one quick fix" seems obvious
- You've already tried multiple fixes
- Previous fix didn't work
- You don't fully understand the issue
**Don't skip when:**
- Issue seems simple (simple bugs have root causes too)
- You're in a hurry (rushing guarantees rework)
- Manager wants it fixed NOW (systematic is faster than thrashing)
## The Four Phases
You MUST complete each phase before proceeding to the next.
### Phase 1: Root Cause Investigation
**BEFORE attempting ANY fix:**
1. **Read Error Messages Carefully**
- Don't skip past errors or warnings
- They often contain the exact solution
- Read stack traces completely
- Note line numbers, file paths, error codes
2. **Reproduce Consistently**
- Can you trigger it reliably?
- What are the exact steps?
- Does it happen every time?
- If not reproducible → gather more data, don't guess
3. **Check Recent Changes**
- What changed that could cause this?
- Git diff, recent commits
- New dependencies, config changes
- Environmental differences
4. **Gather Evidence in Multi-Component Systems**
**WHEN system has multiple components (CI → build → signing, API → service → database):**
**BEFORE proposing fixes, add diagnostic instrumentation:**
```
For EACH component boundary:
- Log what data enters component
- Log what data exits component
- Verify environment/config propagation
- Check state at each layer
Run once to gather evidence showing WHERE it breaks
THEN analyze evidence to identify failing component
THEN investigate that specific component
```
**Example (multi-layer system):**
```bash
# Layer 1: Workflow
echo "=== Secrets available in workflow: ==="
echo "IDENTITY: ${IDENTITY:+SET}${IDENTITY:-UNSET}"
# Layer 2: Build script
echo "=== Env vars in build script: ==="
env | grep IDENTITY || echo "IDENTITY not in environment"
# Layer 3: Signing script
echo "=== Keychain state: ==="
security list-keychains
security find-identity -v
# Layer 4: Actual signing
codesign --sign "$IDENTITY" --verbose=4 "$APP"
```
**This reveals:** Which layer fails (secrets → workflow ✓, workflow → build ✗)
5. **Trace Data Flow**
**WHEN error is deep in call stack:**
See `root-cause-tracing.md` in this directory for the complete backward tracing technique.From foryourhealth111-pixel/Vibe-Skills, Apache-2.0.
More from foryourhealth111-pixel/Vibe-Skills
- 0.843score
prowler-docs
prowler-cloud
Prowler documentation style guide and writing standards.
SkillAFreshness: A★ 3.8KClaude Code - 0.744score
speckit-specify
github-spec-kit
Create or update feature specifications from natural language descriptions.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-tasks
github-spec-kit
Break down implementation plans into actionable task lists.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-plan
github-spec-kit
Generate technical implementation plans from feature specifications.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-taskstoissues
github-spec-kit
Convert tasks from tasks.md into GitHub issues.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-analyze
github-spec-kit
Perform cross-artifact consistency analysis across spec.md, plan.md, and tasks.md.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-clarify
github-spec-kit
Structured clarification workflow for underspecified requirements.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-checklist
github-spec-kit
Generate custom quality checklists for validating requirements completeness and clarity.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-constitution
github-spec-kit
Create or update project governing principles and development guidelines.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.741score
speckit-implement
github-spec-kit
Execute all tasks from the task breakdown to build the feature.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.652score
astropy
foryourhealth111-pixel
Comprehensive Python library for astronomy and astrophysics.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.652score
doc
foryourhealth111-pixel
Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plus…
SkillAFreshness: A★ 3.8KClaude Code +9
Signals
- Stars
- 3,764
- Forks
- 341
- Open issues
- 36
- Last commit (this folder)
- Apr 27, 2026 (6 months ago)
- Last release
- Oct 18, 2026 (11 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from foryourhealth111-pixel
- 0.652score
bio-database-evidence
foryourhealth111-pixel
Unified biological database evidence owner.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.652score
biopython
foryourhealth111-pixel
Primary retained Python toolkit for molecular biology sequence work.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.652score
generating-test-reports
foryourhealth111-pixel
Generate structured test reports with pass/fail rollups, coverage summaries, and test artifacts.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.652score
alpha-vantage
foryourhealth111-pixel
Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the…
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.652score
astropy
foryourhealth111-pixel
Comprehensive Python library for astronomy and astrophysics.
SkillAFreshness: A★ 3.8KClaude Code +9 - 0.652score
datacommons-client
foryourhealth111-pixel
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources.
SkillAFreshness: A★ 3.8KClaude Code +9
Cite this page
systematic-debugging skill. Agent Mart. https://agentmart.dev/skills/foryourhealth111-pixel-systematic-debugging (last updated 2026-10-24)